Overview

Brought to you by YData

Dataset statistics

Number of variables	33
Number of observations	1408
Missing cells	9856
Missing cells (%)	21.2%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.3 MiB
Average record size in memory	993.7 B

Variable types

Categorical	14
Unsupported	7
Text	2
Numeric	9
Boolean	1

Alerts

`intentType` has constant value "science"	Constant
`obs_collection` has constant value "TESS"	Constant
`provenance_name` has constant value "SPOC"	Constant
`instrument_name` has constant value "Photometer"	Constant
`project` has constant value "TESS"	Constant
`filters` has constant value "TESS"	Constant
`wavelength_region` has constant value "Optical"	Constant
`target_name` has constant value "TESS FFI"	Constant
`dataproduct_type` has constant value "image"	Constant
`proposal_pi` has constant value "Ricker, George"	Constant
`calib_level` has constant value "3"	Constant
`em_min` has constant value "600.0"	Constant
`em_max` has constant value "1000.0"	Constant
`dataRights` has constant value "PUBLIC"	Constant
`mtFlag` has constant value "False"	Constant
`objID` is highly overall correlated with `obsid` and 5 other fields	High correlation
`obsid` is highly overall correlated with `objID` and 5 other fields	High correlation
`sequence_number` is highly overall correlated with `objID` and 5 other fields	High correlation
`t_exptime` is highly overall correlated with `objID` and 5 other fields	High correlation
`t_max` is highly overall correlated with `objID` and 5 other fields	High correlation
`t_min` is highly overall correlated with `objID` and 5 other fields	High correlation
`t_obs_release` is highly overall correlated with `objID` and 5 other fields	High correlation
`target_classification` has 1408 (100.0%) missing values	Missing
`obs_title` has 1408 (100.0%) missing values	Missing
`proposal_id` has 1408 (100.0%) missing values	Missing
`proposal_type` has 1408 (100.0%) missing values	Missing
`jpegURL` has 1408 (100.0%) missing values	Missing
`dataURL` has 1408 (100.0%) missing values	Missing
`srcDen` has 1408 (100.0%) missing values	Missing
`obs_id` has unique values	Unique
`s_ra` has unique values	Unique
`s_dec` has unique values	Unique
`t_min` has unique values	Unique
`t_max` has unique values	Unique
`s_region` has unique values	Unique
`obsid` has unique values	Unique
`objID` has unique values	Unique
`target_classification` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`obs_title` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`proposal_id` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`proposal_type` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`jpegURL` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`dataURL` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`srcDen` is an unsupported type, check if it needs cleaning or further analysis	Unsupported

Reproduction

Analysis started	2025-05-25 14:33:53.502514
Analysis finished	2025-05-25 14:34:04.456331
Duration	10.95 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

intentType
Categorical

Constant

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	77.1 KiB

science	1408

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	9856
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	science
2nd row	science
3rd row	science
4th row	science
5th row	science

Common Values

Value	Count	Frequency (%)
science	1408	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
science	1408	100.0%

Most occurring characters

Value	Count	Frequency (%)
c	2816	28.6%
e	2816	28.6%
s	1408	14.3%
i	1408	14.3%
n	1408	14.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	9856	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
c	2816	28.6%
e	2816	28.6%
s	1408	14.3%
i	1408	14.3%
n	1408	14.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	9856	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
c	2816	28.6%
e	2816	28.6%
s	1408	14.3%
i	1408	14.3%
n	1408	14.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	9856	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
c	2816	28.6%
e	2816	28.6%
s	1408	14.3%
i	1408	14.3%
n	1408	14.3%

obs_collection
Categorical

Constant

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	73.0 KiB

TESS	1408

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	5632
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	TESS
2nd row	TESS
3rd row	TESS
4th row	TESS
5th row	TESS

Common Values

Value	Count	Frequency (%)
TESS	1408	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
tess	1408	100.0%

Most occurring characters

Value	Count	Frequency (%)
S	2816	50.0%
T	1408	25.0%
E	1408	25.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5632	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
S	2816	50.0%
T	1408	25.0%
E	1408	25.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5632	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
S	2816	50.0%
T	1408	25.0%
E	1408	25.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5632	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
S	2816	50.0%
T	1408	25.0%
E	1408	25.0%

provenance_name
Categorical

Constant

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	73.0 KiB

SPOC	1408

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	5632
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SPOC
2nd row	SPOC
3rd row	SPOC
4th row	SPOC
5th row	SPOC

Common Values

Value	Count	Frequency (%)
SPOC	1408	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
spoc	1408	100.0%

Most occurring characters

Value	Count	Frequency (%)
S	1408	25.0%
P	1408	25.0%
O	1408	25.0%
C	1408	25.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5632	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
S	1408	25.0%
P	1408	25.0%
O	1408	25.0%
C	1408	25.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5632	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
S	1408	25.0%
P	1408	25.0%
O	1408	25.0%
C	1408	25.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5632	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
S	1408	25.0%
P	1408	25.0%
O	1408	25.0%
C	1408	25.0%

instrument_name
Categorical

Constant

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	81.3 KiB

Photometer	1408

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	14080
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Photometer
2nd row	Photometer
3rd row	Photometer
4th row	Photometer
5th row	Photometer

Common Values

Value	Count	Frequency (%)
Photometer	1408	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
photometer	1408	100.0%

Most occurring characters

Value	Count	Frequency (%)
o	2816	20.0%
e	2816	20.0%
t	2816	20.0%
h	1408	10.0%
P	1408	10.0%
m	1408	10.0%
r	1408	10.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	14080	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
o	2816	20.0%
e	2816	20.0%
t	2816	20.0%
h	1408	10.0%
P	1408	10.0%
m	1408	10.0%
r	1408	10.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	14080	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
o	2816	20.0%
e	2816	20.0%
t	2816	20.0%
h	1408	10.0%
P	1408	10.0%
m	1408	10.0%
r	1408	10.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	14080	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
o	2816	20.0%
e	2816	20.0%
t	2816	20.0%
h	1408	10.0%
P	1408	10.0%
m	1408	10.0%
r	1408	10.0%

project
Categorical

Constant

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	73.0 KiB

TESS	1408

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	5632
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	TESS
2nd row	TESS
3rd row	TESS
4th row	TESS
5th row	TESS

Common Values

Value	Count	Frequency (%)
TESS	1408	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
tess	1408	100.0%

Most occurring characters

Value	Count	Frequency (%)
S	2816	50.0%
T	1408	25.0%
E	1408	25.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5632	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
S	2816	50.0%
T	1408	25.0%
E	1408	25.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5632	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
S	2816	50.0%
T	1408	25.0%
E	1408	25.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5632	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
S	2816	50.0%
T	1408	25.0%
E	1408	25.0%

filters
Categorical

Constant

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	73.0 KiB

TESS	1408

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	5632
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	TESS
2nd row	TESS
3rd row	TESS
4th row	TESS
5th row	TESS

Common Values

Value	Count	Frequency (%)
TESS	1408	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
tess	1408	100.0%

Most occurring characters

Value	Count	Frequency (%)
S	2816	50.0%
T	1408	25.0%
E	1408	25.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5632	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
S	2816	50.0%
T	1408	25.0%
E	1408	25.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5632	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
S	2816	50.0%
T	1408	25.0%
E	1408	25.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5632	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
S	2816	50.0%
T	1408	25.0%
E	1408	25.0%

wavelength_region
Categorical

Constant

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	77.1 KiB

Optical	1408

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	9856
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Optical
2nd row	Optical
3rd row	Optical
4th row	Optical
5th row	Optical

Common Values

Value	Count	Frequency (%)
Optical	1408	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
optical	1408	100.0%

Most occurring characters

Value	Count	Frequency (%)
O	1408	14.3%
p	1408	14.3%
t	1408	14.3%
i	1408	14.3%
c	1408	14.3%
a	1408	14.3%
l	1408	14.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	9856	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
O	1408	14.3%
p	1408	14.3%
t	1408	14.3%
i	1408	14.3%
c	1408	14.3%
a	1408	14.3%
l	1408	14.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	9856	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
O	1408	14.3%
p	1408	14.3%
t	1408	14.3%
i	1408	14.3%
c	1408	14.3%
a	1408	14.3%
l	1408	14.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	9856	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
O	1408	14.3%
p	1408	14.3%
t	1408	14.3%
i	1408	14.3%
c	1408	14.3%
a	1408	14.3%
l	1408	14.3%

target_name
Categorical

Constant

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	78.5 KiB

TESS FFI	1408

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	11264
Distinct characters	6
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	TESS FFI
2nd row	TESS FFI
3rd row	TESS FFI
4th row	TESS FFI
5th row	TESS FFI

Common Values

Value	Count	Frequency (%)
TESS FFI	1408	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
tess	1408	50.0%
ffi	1408	50.0%

Most occurring characters

Value	Count	Frequency (%)
F	2816	25.0%
S	2816	25.0%
E	1408	12.5%
T	1408	12.5%
	1408	12.5%
I	1408	12.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	11264	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
F	2816	25.0%
S	2816	25.0%
E	1408	12.5%
T	1408	12.5%
	1408	12.5%
I	1408	12.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	11264	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
F	2816	25.0%
S	2816	25.0%
E	1408	12.5%
T	1408	12.5%
	1408	12.5%
I	1408	12.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	11264	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
F	2816	25.0%
S	2816	25.0%
E	1408	12.5%
T	1408	12.5%
	1408	12.5%
I	1408	12.5%

target_classification
Unsupported

Missing Rejected Unsupported

Missing	1408
Missing (%)	100.0%
Memory size	11.1 KiB

obs_id
Text

Unique

Distinct	1408
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	86.8 KiB

Length

Max length	14
Median length	14
Mean length	14
Min length	14

Characters and Unicode

Total characters	19712
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1408 ?
Unique (%)	100.0%

Sample

1st row	tess-s0086-1-1
2nd row	tess-s0086-1-2
3rd row	tess-s0086-1-3
4th row	tess-s0086-1-4
5th row	tess-s0086-2-1

Value	Count	Frequency (%)
tess-s0088-1-3	1	0.1%
tess-s0088-1-4	1	0.1%
tess-s0088-2-1	1	0.1%
tess-s0088-2-2	1	0.1%
tess-s0088-2-3	1	0.1%
tess-s0088-2-4	1	0.1%
tess-s0088-3-1	1	0.1%
tess-s0088-3-2	1	0.1%
tess-s0060-4-4	1	0.1%
tess-s0085-4-4	1	0.1%
Other values (1398)	1398	99.3%

Most occurring characters

Value	Count	Frequency (%)
-	4224	21.4%
s	4224	21.4%
0	3088	15.7%
t	1408	7.1%
e	1408	7.1%
1	1008	5.1%
4	1008	5.1%
2	1008	5.1%
3	1008	5.1%
7	304	1.5%
Other values (4)	1024	5.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	19712	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
-	4224	21.4%
s	4224	21.4%
0	3088	15.7%
t	1408	7.1%
e	1408	7.1%
1	1008	5.1%
4	1008	5.1%
2	1008	5.1%
3	1008	5.1%
7	304	1.5%
Other values (4)	1024	5.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	19712	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
-	4224	21.4%
s	4224	21.4%
0	3088	15.7%
t	1408	7.1%
e	1408	7.1%
1	1008	5.1%
4	1008	5.1%
2	1008	5.1%
3	1008	5.1%
7	304	1.5%
Other values (4)	1024	5.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	19712	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
-	4224	21.4%
s	4224	21.4%
0	3088	15.7%
t	1408	7.1%
e	1408	7.1%
1	1008	5.1%
4	1008	5.1%
2	1008	5.1%
3	1008	5.1%
7	304	1.5%
Other values (4)	1024	5.2%

s_ra
Real number (ℝ)

Unique

Distinct	1408
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	178.53783

Minimum	0.28911547
Maximum	359.49146
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	0.28911547
5-th percentile	23.697911
Q1	90.615334
median	171.41525
Q3	271.20577
95-th percentile	336.51663
Maximum	359.49146
Range	359.20234
Interquartile range (IQR)	180.59044

Descriptive statistics

Standard deviation	101.47253
Coefficient of variation (CV)	0.56835313
Kurtosis	-1.2961401
Mean	178.53783
Median Absolute Deviation (MAD)	90.218225
Skewness	0.056717135
Sum	251381.26
Variance	10296.675
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
131.2542873	1	0.1%
119.2602239	1	0.1%
110.609962	1	0.1%
68.36052358	1	0.1%
81.02428957	1	0.1%
106.782678	1	0.1%
263.9402795	1	0.1%
252.6451194	1	0.1%
288.3581057	1	0.1%
295.5842127	1	0.1%
Other values (1398)	1398	99.3%

Value	Count	Frequency (%)
0.2891154663	1	0.1%
0.7066645516	1	0.1%
1.005209948	1	0.1%
1.619925186	1	0.1%
2.057237255	1	0.1%
2.388178814	1	0.1%
3.210835911	1	0.1%
3.852119738	1	0.1%
4.797742411	1	0.1%
5.04531068	1	0.1%

Value	Count	Frequency (%)
359.4914597	1	0.1%
359.4354835	1	0.1%
359.242507	1	0.1%
359.0061802	1	0.1%
358.8169531	1	0.1%
358.7326265	1	0.1%
358.1697198	1	0.1%
358.0999891	1	0.1%
357.3322319	1	0.1%
357.2034932	1	0.1%

s_dec
Real number (ℝ)

Unique

Distinct	1408
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.3497293

Minimum	-85.380468
Maximum	89.118477
Zeros	0
Zeros (%)	0.0%
Negative	594
Negative (%)	42.2%
Memory size	11.1 KiB

Quantile statistics

Minimum	-85.380468
5-th percentile	-72.167423
Q1	-43.141916
median	16.348619
Q3	56.245241
95-th percentile	75.002553
Maximum	89.118477
Range	174.49895
Interquartile range (IQR)	99.387157

Descriptive statistics

Standard deviation	51.252636
Coefficient of variation (CV)	6.9734045
Kurtosis	-1.3764095
Mean	7.3497293
Median Absolute Deviation (MAD)	45.433235
Skewness	-0.2186853
Sum	10348.419
Variance	2626.8327
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-8.209196251	1	0.1%
-5.325129738	1	0.1%
-74.3883679	1	0.1%
-71.86474638	1	0.1%
-60.87283276	1	0.1%
-62.42488238	1	0.1%
57.75325455	1	0.1%
68.72633149	1	0.1%
71.7807003	1	0.1%
83.56882019	1	0.1%
Other values (1398)	1398	99.3%

Value	Count	Frequency (%)
-85.38046835	1	0.1%
-84.89110863	1	0.1%
-84.59901003	1	0.1%
-84.54862806	1	0.1%
-83.55804826	1	0.1%
-83.55562886	1	0.1%
-82.87129237	1	0.1%
-82.86128257	1	0.1%
-82.82419625	1	0.1%
-82.66146248	1	0.1%

Value	Count	Frequency (%)
89.11847737	1	0.1%
87.49107515	1	0.1%
86.68064422	1	0.1%
85.34990518	1	0.1%
85.33815322	1	0.1%
85.27337778	1	0.1%
85.2189659	1	0.1%
85.17739266	1	0.1%
84.69099321	1	0.1%
84.50840672	1	0.1%

dataproduct_type
Categorical

Constant

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	74.4 KiB

image	1408

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	7040
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	image
2nd row	image
3rd row	image
4th row	image
5th row	image

Common Values

Value	Count	Frequency (%)
image	1408	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
image	1408	100.0%

Most occurring characters

Value	Count	Frequency (%)
i	1408	20.0%
m	1408	20.0%
a	1408	20.0%
g	1408	20.0%
e	1408	20.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	7040	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	1408	20.0%
m	1408	20.0%
a	1408	20.0%
g	1408	20.0%
e	1408	20.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	7040	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	1408	20.0%
m	1408	20.0%
a	1408	20.0%
g	1408	20.0%
e	1408	20.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	7040	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	1408	20.0%
m	1408	20.0%
a	1408	20.0%
g	1408	20.0%
e	1408	20.0%

proposal_pi
Categorical

Constant

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	86.8 KiB

Ricker, George	1408

Length

Max length	14
Median length	14
Mean length	14
Min length	14

Characters and Unicode

Total characters	19712
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Ricker, George
2nd row	Ricker, George
3rd row	Ricker, George
4th row	Ricker, George
5th row	Ricker, George

Common Values

Value	Count	Frequency (%)
Ricker, George	1408	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
ricker	1408	50.0%
george	1408	50.0%

Most occurring characters

Value	Count	Frequency (%)
e	4224	21.4%
r	2816	14.3%
R	1408	7.1%
c	1408	7.1%
i	1408	7.1%
k	1408	7.1%
,	1408	7.1%
	1408	7.1%
G	1408	7.1%
o	1408	7.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	19712	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	4224	21.4%
r	2816	14.3%
R	1408	7.1%
c	1408	7.1%
i	1408	7.1%
k	1408	7.1%
,	1408	7.1%
	1408	7.1%
G	1408	7.1%
o	1408	7.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	19712	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	4224	21.4%
r	2816	14.3%
R	1408	7.1%
c	1408	7.1%
i	1408	7.1%
k	1408	7.1%
,	1408	7.1%
	1408	7.1%
G	1408	7.1%
o	1408	7.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	19712	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	4224	21.4%
r	2816	14.3%
R	1408	7.1%
c	1408	7.1%
i	1408	7.1%
k	1408	7.1%
,	1408	7.1%
	1408	7.1%
G	1408	7.1%
o	1408	7.1%

calib_level
Categorical

Constant

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	68.9 KiB

3	1408

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1408
Distinct characters	1
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3
2nd row	3
3rd row	3
4th row	3
5th row	3

Common Values

Value	Count	Frequency (%)
3	1408	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	1408	100.0%

Most occurring characters

Value	Count	Frequency (%)
3	1408	100.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1408	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
3	1408	100.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1408	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
3	1408	100.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1408	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
3	1408	100.0%

t_min
Real number (ℝ)

High correlation Unique

Distinct	1408
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	59511.812

Minimum	58324.812
Maximum	60689.651
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	58324.812
5-th percentile	58437.482
Q1	58920.407
median	59512.347
Q3	60104.414
95-th percentile	60584.087
Maximum	60689.651
Range	2364.8394
Interquartile range (IQR)	1184.0073

Descriptive statistics

Standard deviation	691.57244
Coefficient of variation (CV)	0.011620759
Kurtosis	-1.2029703
Mean	59511.812
Median Absolute Deviation (MAD)	599.17802
Skewness	-0.0037454877
Sum	83792632
Variance	478272.44
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60689.65025	1	0.1%
60689.65055	1	0.1%
60662.53349	1	0.1%
60662.53378	1	0.1%
60662.53497	1	0.1%
60662.53468	1	0.1%
59936.39636	1	0.1%
59936.39757	1	0.1%
59936.39784	1	0.1%
59936.39892	1	0.1%
Other values (1398)	1398	99.3%

Value	Count	Frequency (%)
58324.81152	1	0.1%
58324.81181	1	0.1%
58324.81276	1	0.1%
58324.81304	1	0.1%
58324.81386	1	0.1%
58324.81414	1	0.1%
58324.81499	1	0.1%
58324.81527	1	0.1%
58324.81591	1	0.1%
58324.8162	1	0.1%

Value	Count	Frequency (%)
60689.65096	1	0.1%
60689.65065	1	0.1%
60689.65055	1	0.1%
60689.65025	1	0.1%
60689.65	1	0.1%
60689.64969	1	0.1%
60689.64917	1	0.1%
60689.64886	1	0.1%
60689.64825	1	0.1%
60689.64795	1	0.1%

t_max
Real number (ℝ)

High correlation Unique

Distinct	1408
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	59537.96

Minimum	58352.666
Maximum	60717.429
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	58352.666
5-th percentile	58463.773
Q1	58947.276
median	59537.033
Q3	60132.921
95-th percentile	60609.844
Maximum	60717.429
Range	2364.7631
Interquartile range (IQR)	1185.645

Descriptive statistics

Standard deviation	691.66283
Coefficient of variation (CV)	0.011617174
Kurtosis	-1.2038877
Mean	59537.96
Median Absolute Deviation (MAD)	599.97314
Skewness	-0.0039652697
Sum	83829447
Variance	478397.46
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60717.42837	1	0.1%
60717.42807	1	0.1%
60689.43658	1	0.1%
60689.43629	1	0.1%
60689.43748	1	0.1%
60689.43778	1	0.1%
59962.08178	1	0.1%
59962.08299	1	0.1%
59962.08269	1	0.1%
59962.08377	1	0.1%
Other values (1398)	1398	99.3%

Value	Count	Frequency (%)
58352.66567	1	0.1%
58352.66598	1	0.1%
58352.6669	1	0.1%
58352.66721	1	0.1%
58352.66799	1	0.1%
58352.6683	1	0.1%
58352.66912	1	0.1%
58352.66942	1	0.1%
58352.67004	1	0.1%
58352.67034	1	0.1%

Value	Count	Frequency (%)
60717.42877	1	0.1%
60717.42847	1	0.1%
60717.42837	1	0.1%
60717.42807	1	0.1%
60717.42782	1	0.1%
60717.42752	1	0.1%
60717.42699	1	0.1%
60717.42669	1	0.1%
60717.42607	1	0.1%
60717.42577	1	0.1%

t_exptime
Real number (ℝ)

High correlation

Distinct	44
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	637.19972

Minimum	158.39992
Maximum	1425.5994
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	158.39992
5-th percentile	158.39992
Q1	158.39993
median	475.19979
Q3	1425.5994
95-th percentile	1425.5994
Maximum	1425.5994
Range	1267.1995
Interquartile range (IQR)	1267.1994

Descriptive statistics

Standard deviation	527.6947
Coefficient of variation (CV)	0.82814647
Kurtosis	-1.2685631
Mean	637.19972
Median Absolute Deviation (MAD)	316.79986
Skewness	0.69715956
Sum	897177.21
Variance	278461.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
158.399927	208	14.8%
158.399928	128	9.1%
475.19979	64	4.5%
158.399924	64	4.5%
475.199789	64	4.5%
475.199788	48	3.4%
158.399926	48	3.4%
475.199787	48	3.4%
1425.599392	32	2.3%
475.199791	32	2.3%
Other values (34)	672	47.7%

Value	Count	Frequency (%)
158.399923	16	1.1%
158.399924	64	4.5%
158.399925	32	2.3%
158.399926	48	3.4%
158.399927	208	14.8%
158.399928	128	9.1%
158.399929	16	1.1%
158.39993	16	1.1%
475.199767	16	1.1%
475.199775	16	1.1%

Value	Count	Frequency (%)
1425.599438	16	1.1%
1425.599428	16	1.1%
1425.599424	16	1.1%
1425.599419	16	1.1%
1425.599416	16	1.1%
1425.599414	16	1.1%
1425.59941	16	1.1%
1425.599406	32	2.3%
1425.599402	32	2.3%
1425.599399	16	1.1%

em_min
Categorical

Constant

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	74.4 KiB

600.0	1408

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	7040
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	600.0
2nd row	600.0
3rd row	600.0
4th row	600.0
5th row	600.0

Common Values

Value	Count	Frequency (%)
600.0	1408	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
600.0	1408	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	4224	60.0%
6	1408	20.0%
.	1408	20.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	7040	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	4224	60.0%
6	1408	20.0%
.	1408	20.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	7040	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	4224	60.0%
6	1408	20.0%
.	1408	20.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	7040	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	4224	60.0%
6	1408	20.0%
.	1408	20.0%

em_max
Categorical

Constant

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	75.8 KiB

1000.0	1408

Length

Max length	6
Median length	6
Mean length	6
Min length	6

Characters and Unicode

Total characters	8448
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1000.0
2nd row	1000.0
3rd row	1000.0
4th row	1000.0
5th row	1000.0

Common Values

Value	Count	Frequency (%)
1000.0	1408	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1000.0	1408	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	5632	66.7%
1	1408	16.7%
.	1408	16.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	8448	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	5632	66.7%
1	1408	16.7%
.	1408	16.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	8448	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	5632	66.7%
1	1408	16.7%
.	1408	16.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	8448	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	5632	66.7%
1	1408	16.7%
.	1408	16.7%

obs_title
Unsupported

Missing Rejected Unsupported

Missing	1408
Missing (%)	100.0%
Memory size	11.1 KiB

t_obs_release
Real number (ℝ)

High correlation

Distinct	86
Distinct (%)	6.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	59570.701

Minimum	58458.583
Maximum	60734
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	58458.583
5-th percentile	58514.667
Q1	58966
median	59569
Q3	60171.75
95-th percentile	60654
Maximum	60734
Range	2275.4167
Interquartile range (IQR)	1205.75

Descriptive statistics

Standard deviation	687.13477
Coefficient of variation (CV)	0.011534777
Kurtosis	-1.2178065
Mean	59570.701
Median Absolute Deviation (MAD)	604.5
Skewness	0.027386367
Sum	83875547
Variance	472154.19
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
58507.66667	32	2.3%
58458.58333	32	2.3%
58893	16	1.1%
58917	16	1.1%
60697	16	1.1%
59999	16	1.1%
60719	16	1.1%
59001	16	1.1%
58739.33333	16	1.1%
58756.33333	16	1.1%
Other values (76)	1216	86.4%

Value	Count	Frequency (%)
58458.58333	32	2.3%
58507.66667	32	2.3%
58514.66667	16	1.1%
58541.83333	16	1.1%
58553.5	16	1.1%
58584.5	16	1.1%
58609.33333	16	1.1%
58635.33333	16	1.1%
58651.5	16	1.1%
58673.5	16	1.1%

Value	Count	Frequency (%)
60734	16	1.1%
60719	16	1.1%
60697	16	1.1%
60662	16	1.1%
60654	16	1.1%
60635	16	1.1%
60613	16	1.1%
60573	16	1.1%
60545	16	1.1%
60515	16	1.1%

proposal_id
Unsupported

Missing Rejected Unsupported

Missing	1408
Missing (%)	100.0%
Memory size	11.1 KiB

proposal_type
Unsupported

Missing Rejected Unsupported

Missing	1408
Missing (%)	100.0%
Memory size	11.1 KiB

sequence_number
Real number (ℝ)

High correlation

Distinct	88
Distinct (%)	6.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	44.5

Minimum	1
Maximum	88
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	1
5-th percentile	5
Q1	22.75
median	44.5
Q3	66.25
95-th percentile	84
Maximum	88
Range	87
Interquartile range (IQR)	43.5

Descriptive statistics

Standard deviation	25.410797
Coefficient of variation (CV)	0.57102914
Kurtosis	-1.2003098
Mean	44.5
Median Absolute Deviation (MAD)	22
Skewness	0
Sum	62656
Variance	645.7086
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
86	16	1.1%
61	16	1.1%
20	16	1.1%
21	16	1.1%
22	16	1.1%
23	16	1.1%
87	16	1.1%
24	16	1.1%
14	16	1.1%
15	16	1.1%
Other values (78)	1248	88.6%

Value	Count	Frequency (%)
1	16	1.1%
2	16	1.1%
3	16	1.1%
4	16	1.1%
5	16	1.1%
6	16	1.1%
7	16	1.1%
8	16	1.1%
9	16	1.1%
10	16	1.1%

Value	Count	Frequency (%)
88	16	1.1%
87	16	1.1%
86	16	1.1%
85	16	1.1%
84	16	1.1%
83	16	1.1%
82	16	1.1%
81	16	1.1%
80	16	1.1%
79	16	1.1%

s_region
Text

Unique

Distinct	1408
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	227.8 KiB

Length

Max length	137
Median length	133
Mean length	116.57315
Min length	100

Characters and Unicode

Total characters	164135
Distinct characters	19
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1408 ?
Unique (%)	100.0%

Sample

1st row	POLYGON 84.397259 54.220049 84.340478 42.731886 67.849991 41.751568 64.359824 53.425924 84.397259 54.220049
2nd row	POLYGON 64.081165 53.379423 67.62671 41.711452 52.195423 38.463737 46.379456 49.163669 64.081165 53.379423
3rd row	POLYGON 56.900467 27.410355 52.298245 38.232035 67.682461 41.457243 70.101446 29.709816 56.900467 27.410355
4th row	POLYGON 70.29962 29.735295 67.909289 41.484483 84.326369 42.4735 83.925435 30.988125 70.29962 29.735295
5th row	POLYGON 95.427814 77.267546 87.798089 66.012517 58.089341 65.068322 42.982691 75.947124 95.427814 77.267546

Value	Count	Frequency (%)
polygon	1408	9.1%
27.410355	2	< 0.1%
39.07672300	2	< 0.1%
49.00371300	2	< 0.1%
13.10702100	2	< 0.1%
120.63726100	2	< 0.1%
66.43572200	2	< 0.1%
133.86981200	2	< 0.1%
77.76271200	2	< 0.1%
64.98799600	2	< 0.1%
Other values (11254)	14062	90.8%

Most occurring characters

Value	Count	Frequency (%)
0	16805	10.2%
	14080	8.6%
.	14080	8.6%
2	13306	8.1%
1	13073	8.0%
3	12398	7.6%
6	11962	7.3%
5	11788	7.2%
7	11292	6.9%
4	11209	6.8%
Other values (9)	34142	20.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	164135	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	16805	10.2%
	14080	8.6%
.	14080	8.6%
2	13306	8.1%
1	13073	8.0%
3	12398	7.6%
6	11962	7.3%
5	11788	7.2%
7	11292	6.9%
4	11209	6.8%
Other values (9)	34142	20.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	164135	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	16805	10.2%
	14080	8.6%
.	14080	8.6%
2	13306	8.1%
1	13073	8.0%
3	12398	7.6%
6	11962	7.3%
5	11788	7.2%
7	11292	6.9%
4	11209	6.8%
Other values (9)	34142	20.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	164135	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	16805	10.2%
	14080	8.6%
.	14080	8.6%
2	13306	8.1%
1	13073	8.0%
3	12398	7.6%
6	11962	7.3%
5	11788	7.2%
7	11292	6.9%
4	11209	6.8%
Other values (9)	34142	20.8%

jpegURL
Unsupported

Missing Rejected Unsupported

Missing	1408
Missing (%)	100.0%
Memory size	11.1 KiB

dataURL
Unsupported

Missing Rejected Unsupported

Missing	1408
Missing (%)	100.0%
Memory size	11.1 KiB

dataRights
Categorical

Constant

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	75.8 KiB

PUBLIC	1408

Length

Max length	6
Median length	6
Mean length	6
Min length	6

Characters and Unicode

Total characters	8448
Distinct characters	6
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	PUBLIC
2nd row	PUBLIC
3rd row	PUBLIC
4th row	PUBLIC
5th row	PUBLIC

Common Values

Value	Count	Frequency (%)
PUBLIC	1408	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
public	1408	100.0%

Most occurring characters

Value	Count	Frequency (%)
P	1408	16.7%
U	1408	16.7%
B	1408	16.7%
L	1408	16.7%
I	1408	16.7%
C	1408	16.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	8448	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
P	1408	16.7%
U	1408	16.7%
B	1408	16.7%
L	1408	16.7%
I	1408	16.7%
C	1408	16.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	8448	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
P	1408	16.7%
U	1408	16.7%
B	1408	16.7%
L	1408	16.7%
I	1408	16.7%
C	1408	16.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	8448	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
P	1408	16.7%
U	1408	16.7%
B	1408	16.7%
L	1408	16.7%
I	1408	16.7%
C	1408	16.7%

mtFlag
Boolean

Constant

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

False	1408

Value	Count	Frequency (%)
False	1408	100.0%

srcDen
Unsupported

Missing Rejected Unsupported

Missing	1408
Missing (%)	100.0%
Memory size	11.1 KiB

obsid
Real number (ℝ)

High correlation Unique

Distinct	1408
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.0292041 × 10⁸

Minimum	27266910
Maximum	2.4792257 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	27266910
5-th percentile	27428567
Q1	60805182
median	70125368
Q3	1.690107 × 10⁸
95-th percentile	2.3359507 × 10⁸
Maximum	2.4792257 × 10⁸
Range	2.2065566 × 10⁸
Interquartile range (IQR)	1.0820552 × 10⁸

Descriptive statistics

Standard deviation	72530963
Coefficient of variation (CV)	0.70472865
Kurtosis	-0.91641484
Mean	1.0292041 × 10⁸
Median Absolute Deviation (MAD)	42191594
Skewness	0.74477472
Sum	1.4491194 × 10¹¹
Variance	5.2607406 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
247535544	1	0.1%
247532686	1	0.1%
242083814	1	0.1%
242083813	1	0.1%
242083809	1	0.1%
242083780	1	0.1%
115340940	1	0.1%
115337898	1	0.1%
115335248	1	0.1%
115332163	1	0.1%
Other values (1398)	1398	99.3%

Value	Count	Frequency (%)
27266910	1	0.1%
27266911	1	0.1%
27266912	1	0.1%
27266913	1	0.1%
27266914	1	0.1%
27266915	1	0.1%
27266916	1	0.1%
27266917	1	0.1%
27266918	1	0.1%
27266919	1	0.1%

Value	Count	Frequency (%)
247922567	1	0.1%
247919459	1	0.1%
247916479	1	0.1%
247913721	1	0.1%
247910493	1	0.1%
247907669	1	0.1%
247904946	1	0.1%
247902682	1	0.1%
247900391	1	0.1%
247898034	1	0.1%

objID
Real number (ℝ)

High correlation Unique

Distinct	1408
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.2367928 × 10⁸

Minimum	70120107
Maximum	7.3209552 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	70120107
5-th percentile	70441401
Q1	1.0897945 × 10⁸
median	1.3566978 × 10⁸
Q3	2.9741574 × 10⁸
95-th percentile	6.7062452 × 10⁸
Maximum	7.3209552 × 10⁸
Range	6.6197541 × 10⁸
Interquartile range (IQR)	1.8843628 × 10⁸

Descriptive statistics

Standard deviation	1.8807625 × 10⁸
Coefficient of variation (CV)	0.84083002
Kurtosis	0.86883784
Mean	2.2367928 × 10⁸
Median Absolute Deviation (MAD)	64450513
Skewness	1.4352409
Sum	3.1494043 × 10¹¹
Variance	3.5372677 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
731993104	1	0.1%
731986357	1	0.1%
717956010	1	0.1%
717953611	1	0.1%
717951275	1	0.1%
717945746	1	0.1%
213374889	1	0.1%
213371559	1	0.1%
213368570	1	0.1%
213365410	1	0.1%
Other values (1398)	1398	99.3%

Value	Count	Frequency (%)
70120107	1	0.1%
70120108	1	0.1%
70120109	1	0.1%
70120110	1	0.1%
70120111	1	0.1%
70120112	1	0.1%
70120113	1	0.1%
70120114	1	0.1%
70120115	1	0.1%
70120116	1	0.1%

Value	Count	Frequency (%)
732095520	1	0.1%
732085054	1	0.1%
732076216	1	0.1%
732067225	1	0.1%
732056593	1	0.1%
732049844	1	0.1%
732045432	1	0.1%
732038577	1	0.1%
732032390	1	0.1%
732028075	1	0.1%

Interactions

Correlations

	objID	obsid	s_dec	s_ra	sequence_number	t_exptime	t_max	t_min	t_obs_release
objID	1.000	1.000	0.091	0.106	0.881	-0.833	0.881	0.881	0.881
obsid	1.000	1.000	0.091	0.106	0.881	-0.833	0.881	0.881	0.881
s_dec	0.091	0.091	1.000	0.327	0.247	-0.173	0.247	0.247	0.247
s_ra	0.106	0.106	0.327	1.000	0.169	-0.189	0.170	0.170	0.169
sequence_number	0.881	0.881	0.247	0.169	1.000	-0.951	1.000	1.000	1.000
t_exptime	-0.833	-0.833	-0.173	-0.189	-0.951	1.000	-0.951	-0.951	-0.951
t_max	0.881	0.881	0.247	0.170	1.000	-0.951	1.000	1.000	1.000
t_min	0.881	0.881	0.247	0.170	1.000	-0.951	1.000	1.000	1.000
t_obs_release	0.881	0.881	0.247	0.169	1.000	-0.951	1.000	1.000	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

	intentType	obs_collection	provenance_name	instrument_name	project	filters	wavelength_region	target_name	target_classification	obs_id	s_ra	s_dec	dataproduct_type	proposal_pi	calib_level	t_min	t_max	t_exptime	em_min	em_max	obs_title	t_obs_release	proposal_id	proposal_type	sequence_number	s_region	jpegURL	dataURL	dataRights	mtFlag	srcDen	obsid	objID
0	science	TESS	SPOC	Photometer	TESS	TESS	Optical	TESS FFI	NaN	tess-s0086-1-1	75.257379	48.394182	image	Ricker, George	3	60635.759117	60662.331107	158.399926	600.0	1000.0	NaN	60697.0	NaN	NaN	86	POLYGON 84.397259 54.220049 84.340478 42.731886 67.849991 41.751568 64.359824 53.425924 84.397259 54.220049	NaN	NaN	PUBLIC	False	NaN	236870228	700694124
1	science	TESS	SPOC	Photometer	TESS	TESS	Optical	TESS FFI	NaN	tess-s0086-1-2	57.523191	46.001910	image	Ricker, George	3	60635.759398	60662.330808	158.399926	600.0	1000.0	NaN	60697.0	NaN	NaN	86	POLYGON 64.081165 53.379423 67.62671 41.711452 52.195423 38.463737 46.379456 49.163669 64.081165 53.379423	NaN	NaN	PUBLIC	False	NaN	236870229	700703621
2	science	TESS	SPOC	Photometer	TESS	TESS	Optical	TESS FFI	NaN	tess-s0086-1-3	61.742441	34.422100	image	Ricker, George	3	60635.759793	60662.331209	158.399926	600.0	1000.0	NaN	60697.0	NaN	NaN	86	POLYGON 56.900467 27.410355 52.298245 38.232035 67.682461 41.457243 70.101446 29.709816 56.900467 27.410355	NaN	NaN	PUBLIC	False	NaN	236870242	700713800
3	science	TESS	SPOC	Photometer	TESS	TESS	Optical	TESS FFI	NaN	tess-s0086-1-4	76.599717	36.405754	image	Ricker, George	3	60635.759513	60662.331509	158.399926	600.0	1000.0	NaN	60697.0	NaN	NaN	86	POLYGON 70.29962 29.735295 67.909289 41.484483 84.326369 42.4735 83.925435 30.988125 70.29962 29.735295	NaN	NaN	PUBLIC	False	NaN	236870243	700721420
4	science	TESS	SPOC	Photometer	TESS	TESS	Optical	TESS FFI	NaN	tess-s0086-2-1	71.018345	72.117377	image	Ricker, George	3	60635.757750	60662.329734	158.399926	600.0	1000.0	NaN	60697.0	NaN	NaN	86	POLYGON 95.427814 77.267546 87.798089 66.012517 58.089341 65.068322 42.982691 75.947124 95.427814 77.267546	NaN	NaN	PUBLIC	False	NaN	236870245	700730556
5	science	TESS	SPOC	Photometer	TESS	TESS	Optical	TESS FFI	NaN	tess-s0086-2-2	37.504010	67.492252	image	Ricker, George	3	60635.758026	60662.329431	158.399926	600.0	1000.0	NaN	60697.0	NaN	NaN	86	POLYGON 42.356322 75.86303 57.677915 65.022354 34.630883 59.087104 16.286344 67.150322 42.356322 75.86303	NaN	NaN	PUBLIC	False	NaN	236870248	700740843
6	science	TESS	SPOC	Photometer	TESS	TESS	Optical	TESS FFI	NaN	tess-s0086-2-3	50.667819	57.064990	image	Ricker, George	3	60635.758849	60662.330253	158.399926	600.0	1000.0	NaN	60697.0	NaN	NaN	86	POLYGON 46.099441 49.386963 34.968903 58.878749 57.88955 64.757794 64.017263 53.26775 46.099441 49.386963	NaN	NaN	PUBLIC	False	NaN	236870249	700749778
7	science	TESS	SPOC	Photometer	TESS	TESS	Optical	TESS FFI	NaN	tess-s0086-2-4	73.565494	60.128463	image	Ricker, George	3	60635.758573	60662.330557	158.399926	600.0	1000.0	NaN	60697.0	NaN	NaN	86	POLYGON 64.289278 53.300712 58.27894 64.809113 87.684357 65.748281 84.289183 54.385971 64.289278 53.300712	NaN	NaN	PUBLIC	False	NaN	236870333	700758124
8	science	TESS	SPOC	Photometer	TESS	TESS	Optical	TESS FFI	NaN	tess-s0086-3-1	8.184143	75.079718	image	Ricker, George	3	60635.757113	60662.328518	158.399926	600.0	1000.0	NaN	60697.0	NaN	NaN	86	POLYGON 15.752091 67.29029 344.703486 70.125083 344.81612 82.345156 42.40894 75.855226 15.752091 67.29029	NaN	NaN	PUBLIC	False	NaN	236870334	700769279
9	science	TESS	SPOC	Photometer	TESS	TESS	Optical	TESS FFI	NaN	tess-s0086-3-2	61.191844	83.924831	image	Ricker, George	3	60635.756832	60662.328817	158.399926	600.0	1000.0	NaN	60697.0	NaN	NaN	86	POLYGON 42.971739 75.938329 344.850896 82.50859 164.325307 85.267937 95.996725 77.625463 42.971739 75.938329	NaN	NaN	PUBLIC	False	NaN	236870335	700778210

	intentType	obs_collection	provenance_name	instrument_name	project	filters	wavelength_region	target_name	target_classification	obs_id	s_ra	s_dec	dataproduct_type	proposal_pi	calib_level	t_min	t_max	t_exptime	em_min	em_max	obs_title	t_obs_release	proposal_id	proposal_type	sequence_number	s_region	jpegURL	dataURL	dataRights	mtFlag	srcDen	obsid	objID
1398	science	TESS	SPOC	Photometer	TESS	TESS	Optical	TESS FFI	NaN	tess-s0088-3-1	122.473158	-43.113982	image	Ricker, George	3	60689.647947	60717.426073	158.399925	600.0	1000.0	NaN	60734.0	NaN	NaN	88	POLYGON 131.342739 -38.487043 129.884202 -49.926969 111.895425 -47.081574 116.904982 -35.774303 131.342739 -38.487043	NaN	NaN	PUBLIC	False	NaN	247902682	732038577
1399	science	TESS	SPOC	Photometer	TESS	TESS	Optical	TESS FFI	NaN	tess-s0088-3-2	106.982355	-39.295751	image	Ricker, George	3	60689.648249	60717.425770	158.399925	600.0	1000.0	NaN	60734.0	NaN	NaN	88	POLYGON 116.717635 -35.725121 111.674305 -47.021615 96.245686 -41.690473 103.348401 -31.701802 116.717635 -35.725121	NaN	NaN	PUBLIC	False	NaN	247904946	732045432
1400	science	TESS	SPOC	Photometer	TESS	TESS	Optical	TESS FFI	NaN	tess-s0060-4-4	287.348689	59.747791	image	Ricker, George	3	59936.396634	59962.081489	158.399929	600.0	1000.0	NaN	59982.0	NaN	NaN	60	POLYGON 277.098585 53.377399 273.176114 65.107147 302.236677 64.715346 296.987067 53.550094 277.098585 53.377399	NaN	NaN	PUBLIC	False	NaN	115344219	213378251
1401	science	TESS	SPOC	Photometer	TESS	TESS	Optical	TESS FFI	NaN	tess-s0085-4-4	269.715346	56.242872	image	Ricker, George	3	60610.047721	60635.542771	158.399927	600.0	1000.0	NaN	60662.0	NaN	NaN	85	POLYGON 254.789337 55.028168 268.844825 64.670956 284.765469 55.309459 270.259983 48.110875 254.789337 55.028168	NaN	NaN	PUBLIC	False	NaN	233942808	673578297
1402	science	TESS	SPOC	Photometer	TESS	TESS	Optical	TESS FFI	NaN	tess-s0088-3-3	99.457422	-50.090478	image	Ricker, George	3	60689.647141	60717.424658	158.399925	600.0	1000.0	NaN	60734.0	NaN	NaN	88	POLYGON 86.750069 -51.486815 96.061656 -41.920416 111.536268 -47.281299 103.713821 -58.220326 86.750069 -51.486815	NaN	NaN	PUBLIC	False	NaN	247907669	732049844
1403	science	TESS	SPOC	Photometer	TESS	TESS	Optical	TESS FFI	NaN	tess-s0088-3-4	118.085778	-54.784110	image	Ricker, George	3	60689.646842	60717.424963	158.399925	600.0	1000.0	NaN	60734.0	NaN	NaN	88	POLYGON 103.995769 -58.278586 111.769394 -47.324364 129.847316 -50.175062 126.776921 -61.531426 103.995769 -58.278586	NaN	NaN	PUBLIC	False	NaN	247910493	732056593
1404	science	TESS	SPOC	Photometer	TESS	TESS	Optical	TESS FFI	NaN	tess-s0088-4-1	110.714292	-66.099514	image	Ricker, George	3	60689.645772	60717.423884	158.399925	600.0	1000.0	NaN	60734.0	NaN	NaN	88	POLYGON 126.593612 -61.814511 124.108074 -73.265737 89.536104 -68.254784 103.948456 -58.19583 126.593612 -61.814511	NaN	NaN	PUBLIC	False	NaN	247913721	732067225
1405	science	TESS	SPOC	Photometer	TESS	TESS	Optical	TESS FFI	NaN	tess-s0088-4-2	87.465791	-59.730241	image	Ricker, George	3	60689.646077	60717.423585	158.399925	600.0	1000.0	NaN	60734.0	NaN	NaN	88	POLYGON 103.675924 -58.111101 89.215174 -68.141085 70.824184 -58.947013 86.440516 -51.602564 103.675924 -58.111101	NaN	NaN	PUBLIC	False	NaN	247916479	732076216
1406	science	TESS	SPOC	Photometer	TESS	TESS	Optical	TESS FFI	NaN	tess-s0088-4-3	66.291166	-67.405962	image	Ricker, George	3	60689.644881	60717.422378	158.399925	600.0	1000.0	NaN	60734.0	NaN	NaN	88	POLYGON 48.343253 -63.919623 70.359333 -59.102819 88.689691 -68.369424 56.850403 -75.374341 48.343253 -63.919623	NaN	NaN	PUBLIC	False	NaN	247919459	732085054
1407	science	TESS	SPOC	Photometer	TESS	TESS	Optical	TESS FFI	NaN	tess-s0088-4-4	92.804009	-76.843686	image	Ricker, George	3	60689.644577	60717.422679	158.399925	600.0	1000.0	NaN	60734.0	NaN	NaN	88	POLYGON 57.070484 -75.528303 89.037206 -68.474966 123.995198 -73.541803 107.433698 -84.701613 57.070484 -75.528303	NaN	NaN	PUBLIC	False	NaN	247922567	732095520

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)